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Author

Muzian Li

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Review Open access Aug 2026

Comprehensive overview of AI methodologies in nano-drug delivery Optimization and Design

This review comprehensively examines the application of artificial intelligence (AI) to revolutionize precision oncology across all phases of drug development, including target discovery and molecular design, nanomedicine delivery, and resistance mitigation. Deep learning, systems biology, and multi-omics analytics ena...

Lei Zhang, Jun Li, Muzian Li et al. · 1 citation
Preprint Aug 2026

AeroGround: A Comprehensive Benchmark for Aerial-Ground Collaborative Reasoning

By systematically revealing the strengths and limitations of existing models in aerial-ground collaborative reasoning, AeroGround provides a foundation for developing more capable aerial-ground collaborative embodied intelligence systems.

Shenghong Yi, Lin Zhang, Muzian Li et al. · 0 citations

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